Joint Deep Reinforcement Learning and Unfolding: Beam Selection and Precoding for mmWave Multiuser MIMO With Lens Arrays
☆55Aug 16, 2021Updated 5 years ago
Alternatives and similar repositories for DDQN_BeamSelection
Users that are interested in DDQN_BeamSelection are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Iterative Algorithm Induced Deep-Unfolding Neural Networks: Precoding Design for Multiuser MIMO Systems☆101Nov 25, 2020Updated 5 years ago
- Simulation code for "Unsupervised Deep Learning for Massive MIMO Hybrid Beamforming" by Hamed Hojatian, Jeremy Nadal, Jean-Francois Frigo…☆87Jul 7, 2023Updated 3 years ago
- Submitted paperwork☆21Jul 2, 2021Updated 5 years ago
- Machine learning accelerated Branch and Bound for Joint beamforming and antenna selection☆28Jul 20, 2023Updated 3 years ago
- ☆23May 13, 2024Updated 2 years ago
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- Deep Reinforcement Learning for mmWave RF Beam Codebook Design☆22Jan 25, 2022Updated 4 years ago
- This repository contain main codes for the paper "Self-Organizing Cell-Free mmWave Wireless Network: Hybrid Analog-Digital Beamforming an…☆30Sep 2, 2026Updated last month
- M. Polese, F. Restuccia, and T. Melodia, "DeepBeam: Deep Waveform Learning for Coordination-Free Beam Management in mmWave Networks", Pro…☆34Dec 11, 2025Updated 10 months ago
- ☆108Dec 21, 2022Updated 3 years ago
- Deep Active Learning Approach to Adaptive Beamforming for mmWave Initial Alignment☆22May 17, 2021Updated 5 years ago
- Tensorflow implementation of Unfolding WMMSE using Graph Neural Networks for Efficient Power Allocation☆23Nov 2, 2020Updated 5 years ago
- Using sub-6 GHz channels to predict mmWave beams and link blockage.☆41Dec 6, 2021Updated 4 years ago
- The simulation of paper: Joint Cooperation Clustering and Content Caching in Cell-Free Massive MIMO Networks☆41Oct 12, 2022Updated 4 years ago
- Learning Environment-aware and hardware-compatible beam-forming codebooks☆15Mar 8, 2020Updated 6 years ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- GitHub for the article Deep Reinforcement Learning for URLLC data management on top of scheduled eMBB traffic (Fabio Saggese, Luca Pasqua…☆17Feb 18, 2021Updated 5 years ago
- Joint Transmit Beamforming and Phase Shifts Design with Deep Reinforcement Learning Under the Phase-Dependent Amplitude Model☆119Nov 10, 2023Updated 2 years ago
- Beam-selection for mmWave MIMO using machine learning☆52Mar 27, 2020Updated 6 years ago
- This is a Matlab code package is related to the article : Path Selection and Rate Allocation for URLLC in Self-backhauled mmWave 5G Netwo…☆42Sep 2, 2019Updated 7 years ago
- Master Thesis☆11Jan 28, 2023Updated 3 years ago
- Simulation code for our paper: "Optimal Beamforming Structure and Efficient Designs for CRLB Optimization in ISAC Systems".☆27Dec 9, 2025Updated 10 months ago
- The MATLAB code for implementing the paper "Low-Complexity Beam Training for Tracking Spatially Consistent Millimeter Wave Channels"☆32Jul 13, 2020Updated 6 years ago
- Simulation code for "Deep Learning Coordinated Beamforming for Highly-Mobile Millimeter Wave Systems" by Ahmed Alkhateeb, Sam Alex, Paul …☆71Mar 20, 2022Updated 4 years ago
- Software-Hardware Implementation of IEEE 802.11a Wifi Standard☆14Apr 17, 2023Updated 3 years ago
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- hybrid precoding in mmWave MIMO with finite-resolution phase shifters☆15Apr 25, 2021Updated 5 years ago
- Source code for paper Deep Learning for Direct Hybrid Precoding in Millimeter Wave Massive MIMO Systems☆74Dec 6, 2021Updated 4 years ago
- Modern 5G wireless cellular networks use massive multiple-input multiple-output (MIMO) technology. This concept entails using an antenna …☆20Jun 6, 2023Updated 3 years ago
- Code for my publication: Deep Reinforcement Learning for 5G Networks: Joint Beamforming, Power Control, and Interference Coordination. Pa…☆175Apr 16, 2020Updated 6 years ago
- Datasets and code for machine learning in 5G mmWave MIMO systems involving mobility (5GMdata)☆96May 9, 2022Updated 4 years ago
- Implementation of the paper "Enabling cell-free massive MIMO systems with wireless millimeter wave fronthaul"☆15Apr 4, 2023Updated 3 years ago
- PrecoderNet: Hybrid Beamforming for Millimeter Wave Systems with Deep Reinforcement Learning☆26Dec 26, 2022Updated 3 years ago
- Joint Transmit Beamforming and Phase Shifts Design with Deep Reinforcement Learning☆231Nov 22, 2022Updated 3 years ago
- Codes for the predictive quantization and joint time frequency interpolation strategy for interpolation of MIMO-OFDM precoding matrices☆14Jul 15, 2019Updated 7 years ago
- AI Agents on DigitalOcean Gradient AI Platform • AdBuild production-ready AI agents using customizable tools or access multiple LLMs through a single endpoint. Create custom knowledge bases or connect external data.
- The code is about the paper "Low Complexity ZF and MMSE Detectors for the Uplink MU-MIMO Systems With a Time-Varying Number of Active Use…☆10Oct 12, 2022Updated 4 years ago
- Deep Learning for Distributed Channel Feedback and Multiuser Precoding in FDD Massive MIMO.☆51Feb 9, 2021Updated 5 years ago
- Bit-Interleaving-Code-Modulation OFDM, supports 2-64 QAM, any rate convolutional code, turbo, block code , Linear MMSE, MMSE, MMSE-DFE, L…☆12Feb 20, 2022Updated 4 years ago
- Repository for the code user in the paper...☆24Jan 21, 2023Updated 3 years ago
- Comparison of Hybrid Beamforming Precoding Algorithms using Millimeter Waves☆11Aug 25, 2020Updated 6 years ago
- Simulation codes for "Alternating minimization algorithms for hybrid precoding in millimeter wave MIMO systems," by Xianghao Yu, Juei-Chi…☆229Jan 30, 2016Updated 10 years ago
- Codes for reproducing the numerical results reported in: "Low-Complexity Distributed XL-MIMO for Multiuser Detection" by Victor Croisfelt…☆17Aug 29, 2024Updated 2 years ago